메뉴 건너뛰기




Volumn 39, Issue 10, 2012, Pages 8611-8625

Consumption universes based supermarket layout through association rule mining and multidimensional scaling

Author keywords

Apriori algorithm; Association rule mining; Consumption universe; Market basket analysis; Multidimensional scaling; Retailing; Supermarket layout

Indexed keywords

APRIORI ALGORITHMS; CONSUMPTION UNIVERSE; MARKET BASKET ANALYSIS; MULTI-DIMENSIONAL SCALING; RETAILING; SUPERMARKET LAYOUT;

EID: 84859211225     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2012.01.192     Document Type: Article
Times cited : (72)

References (91)
  • 1
    • 84986870528 scopus 로고
    • Unplanned buying and in-store stimuli in supermarkets
    • R. Abratt, and D.S. Goodey Unplanned buying and in-store stimuli in supermarkets Managerial and Decision Economics 11 2 1990 111 121
    • (1990) Managerial and Decision Economics , vol.11 , Issue.2 , pp. 111-121
    • Abratt, R.1    Goodey, D.S.2
  • 4
    • 33846704503 scopus 로고    scopus 로고
    • For effectiveness facilities planning: Layout optimization then simulation, or vice versa?
    • Aleisa, E. E.; Lin, L. (2005). For effectiveness facilities planning: Layout optimization then simulation, or vice versa? In Proceedings of the 2005 Winter Simulation Conference.
    • (2005) Proceedings of the 2005 Winter Simulation Conference
    • Aleisa, E.E.1    Lin, L.2
  • 6
    • 0041187041 scopus 로고    scopus 로고
    • Top 10 technologies-plus 5 for tomorrow
    • American Institute of Certified Public Accountants (AICPA) (1999)
    • American Institute of Certified Public Accountants (AICPA) (1999). Top 10 technologies-plus 5 for tomorrow. Journal of Accountancy, 187(5), 16-17.
    • Journal of Accountancy , vol.187 , Issue.5 , pp. 16-17
  • 7
    • 0015994415 scopus 로고
    • A mathematical model for simultaneously determining the optimal brand collection and display area allocation
    • E.E. Anderson, and H.N. Amato A mathematical model for simultaneously determining the optimal brand collection and display area allocation Operations Research 22 2 1974 13 21
    • (1974) Operations Research , vol.22 , Issue.2 , pp. 13-21
    • Anderson, E.E.1    Amato, H.N.2
  • 8
    • 33646482250 scopus 로고    scopus 로고
    • Generating rules from examples of human multiattribute decision making should be simple
    • Arie, and Sterling Generating rules from examples of human multiattribute decision making should be simple Expert Systems with Applications 31 2 2006 390 396
    • (2006) Expert Systems with Applications , vol.31 , Issue.2 , pp. 390-396
    • Arie1    Sterling2
  • 11
    • 0001427667 scopus 로고
    • An experimental approach to making retail store environment decisions
    • J. Baker, D. Grewal, and M. Levy An experimental approach to making retail store environment decisions Journal of Retailing 68 4 1993 445 460
    • (1993) Journal of Retailing , vol.68 , Issue.4 , pp. 445-460
    • Baker, J.1    Grewal, D.2    Levy, M.3
  • 12
    • 30044441550 scopus 로고    scopus 로고
    • Agent-based pedestrian modelling
    • P. Longley, M. Batty, ESRI Press
    • M. Batty Agent-based pedestrian modelling P. Longley, M. Batty, Advanced spatial analysis 2003 ESRI Press
    • (2003) Advanced Spatial Analysis
    • Batty, M.1
  • 15
    • 0001926055 scopus 로고
    • Servicescapes: The impact of physical surroundings on customers and employees
    • M.J. Bitner Servicescapes: The impact of physical surroundings on customers and employees Journal of Marketing 56 1992 57 71
    • (1992) Journal of Marketing , vol.56 , pp. 57-71
    • Bitner, M.J.1
  • 19
    • 84990617930 scopus 로고
    • A model for determining retail product category assortment and shelf space allocation
    • N. Borin, P.W. Farris, and J.R. Freeland A model for determining retail product category assortment and shelf space allocation Decision Science 25 3 1994 359 384
    • (1994) Decision Science , vol.25 , Issue.3 , pp. 359-384
    • Borin, N.1    Farris, P.W.2    Freeland, J.R.3
  • 21
    • 84859217854 scopus 로고    scopus 로고
    • Analyze this
    • E. Brown Analyze this Forbes 169 8 2002 96 98
    • (2002) Forbes , vol.169 , Issue.8 , pp. 96-98
    • Brown, E.1
  • 22
    • 38549127766 scopus 로고    scopus 로고
    • Category management and coordination in retail assortment planning in the presence of basket shopping consumers
    • G.P. Cachon, and A.G. Kok Category management and coordination in retail assortment planning in the presence of basket shopping consumers Management Science 53 6 2007 934 951
    • (2007) Management Science , vol.53 , Issue.6 , pp. 934-951
    • Cachon, G.P.1    Kok, A.G.2
  • 25
    • 0035340352 scopus 로고    scopus 로고
    • Mining association rules procedure to support on-line recommendations by customers and products fragmentation
    • S.W. Changchien, and T.C. Lu Mining association rules procedure to support on-line recommendations by customers and products fragmentation Expert Systems with Applications 20 2001 325 335
    • (2001) Expert Systems with Applications , vol.20 , pp. 325-335
    • Changchien, S.W.1    Lu, T.C.2
  • 27
    • 33947692269 scopus 로고    scopus 로고
    • Ranking discovered rules from data mining with multiple criteria by data envelopment analysis
    • M.C. Chen Ranking discovered rules from data mining with multiple criteria by data envelopment analysis Expert Systems with Applications 33 2007 1110 1116
    • (2007) Expert Systems with Applications , vol.33 , pp. 1110-1116
    • Chen, M.C.1
  • 29
    • 11244336603 scopus 로고    scopus 로고
    • A new collaborative system framework based on multiple perspectives approach: InteliTeam
    • I. Cil, O. Alptürk, and H.R. Yazgan A new collaborative system framework based on multiple perspectives approach: InteliTeam Decision Support Systems 39 4 2005 619 641
    • (2005) Decision Support Systems , vol.39 , Issue.4 , pp. 619-641
    • Cil, I.1    Alptürk, O.2    Yazgan, H.R.3
  • 30
    • 0000726718 scopus 로고
    • A model for optimizing retail space allocations
    • Corstjens, and Doyle A model for optimizing retail space allocations Management Science 27 7 1981 822 833
    • (1981) Management Science , vol.27 , Issue.7 , pp. 822-833
    • Corstjens1    Doyle2
  • 31
    • 84859217114 scopus 로고    scopus 로고
    • Interior design: Using the management services approach in retail premises
    • J. Davies, and N. Tilley Interior design: Using the management services approach in retail premises Managing Services 48 7 2004 10 13
    • (2004) Managing Services , vol.48 , Issue.7 , pp. 10-13
    • Davies, J.1    Tilley, N.2
  • 34
    • 30044448686 scopus 로고
    • A stochastic model of supermarket traffic flow
    • J. Farley, and L.W. Ring A stochastic model of supermarket traffic flow Operational Research 14 1966 555 567
    • (1966) Operational Research , vol.14 , pp. 555-567
    • Farley, J.1    Ring, L.W.2
  • 35
    • 0034348372 scopus 로고    scopus 로고
    • Effects of product display and environmental fragrancing on approach responses towards a product and pleasurable experiences
    • A.M. Fiore, X. Yan, and E. Yoh Effects of product display and environmental fragrancing on approach responses towards a product and pleasurable experiences Psychology & Marketing 17 1 2000 27 54
    • (2000) Psychology & Marketing , vol.17 , Issue.1 , pp. 27-54
    • Fiore, A.M.1    Yan, X.2    Yoh, E.3
  • 37
    • 0041187040 scopus 로고    scopus 로고
    • IIA announces 1997 research priorities
    • J. Freedman IIA announces 1997 research priorities Management Accounting 78 1 1997 65 66
    • (1997) Management Accounting , vol.78 , Issue.1 , pp. 65-66
    • Freedman, J.1
  • 40
    • 33847293480 scopus 로고
    • Do retail environmental factors affect consumers' price acceptability? An empirical examination
    • D. Grewal, and J. Baker Do retail environmental factors affect consumers' price acceptability? An empirical examination International Journal of Research in Marketing 11 2 1994 107 115
    • (1994) International Journal of Research in Marketing , vol.11 , Issue.2 , pp. 107-115
    • Grewal, D.1    Baker, J.2
  • 41
    • 23944486914 scopus 로고    scopus 로고
    • An examination of the influences of store layout in online retailing
    • D.A. Griffith An examination of the influences of store layout in online retailing Journal of Business Research 58 10 2005 1391 1396
    • (2005) Journal of Business Research , vol.58 , Issue.10 , pp. 1391-1396
    • Griffith, D.A.1
  • 43
    • 77949656530 scopus 로고    scopus 로고
    • Retail shelf allocation: A comparative analysis of heuristic and meta-heuristic approaches
    • J.M. Hansen, S. Raut, and S. Swami Retail shelf allocation: A comparative analysis of heuristic and meta-heuristic approaches Journal of Retailing 86 1 2010 94 105
    • (2010) Journal of Retailing , vol.86 , Issue.1 , pp. 94-105
    • Hansen, J.M.1    Raut, S.2    Swami, S.3
  • 45
    • 19744376538 scopus 로고    scopus 로고
    • A model for shelf space allocation and inventory control considering location and inventory level effects on demand
    • Hwang A model for shelf space allocation and inventory control considering location and inventory level effects on demand International Journal of Production Economics 97 2 2005 185 195
    • (2005) International Journal of Production Economics , vol.97 , Issue.2 , pp. 185-195
    • Hwang1
  • 48
    • 84866715175 scopus 로고    scopus 로고
    • Circle View: A new approach for visualizing time-related multidimensional data sets
    • Gallipoli, Italy: ACM Press
    • Keim, D.; et al. (2004). Circle View: A new approach for visualizing time-related multidimensional data sets. In JUCS Special Issue on Visual Data Mining (pp. 179-182), Gallipoli, Italy: ACM Press.
    • (2004) JUCS Special Issue on Visual Data Mining , pp. 179-182
    • Keim, D.1
  • 49
    • 26444479778 scopus 로고
    • Optimization by simulated annealing
    • S. Kirkpatrick, C. Gelatt Jr.; and M. Vecci Optimization by simulated annealing Science 220 1983 671 680
    • (1983) Science , vol.220 , pp. 671-680
    • Kirkpatrick, S.1    Gelatt, Jr.C.2    Vecci, M.3
  • 51
    • 0002384937 scopus 로고
    • Assignment problems and the location of economic activities
    • T.C. Koopmans, and M. Beckman Assignment problems and the location of economic activities Econometrica 25 1957 53 76
    • (1957) Econometrica , vol.25 , pp. 53-76
    • Koopmans, T.C.1    Beckman, M.2
  • 52
    • 0041654220 scopus 로고
    • Multidimensional scaling by optimizing goodness of fit to a nonmetric hypothesis
    • J.B. Kruskal Multidimensional scaling by optimizing goodness of fit to a nonmetric hypothesis Psychometrika 29 1964 1 27
    • (1964) Psychometrika , vol.29 , pp. 1-27
    • Kruskal, J.B.1
  • 54
    • 0034239196 scopus 로고    scopus 로고
    • The effect of retail store environment on retailer performance
    • V. Kumar, and K. Karande The effect of retail store environment on retailer performance Journal of Business Research 49 2000 167 181
    • (2000) Journal of Business Research , vol.49 , pp. 167-181
    • Kumar, V.1    Karande, K.2
  • 56
    • 30744459628 scopus 로고    scopus 로고
    • The effects of store environment on shopping behaviors: A critical review
    • M.C. Gilly, J. Meyers-Levy, G.A. Valdosta, Association for Consumer Research
    • S.Y. Lam The effects of store environment on shopping behaviors: A critical review M.C. Gilly, J. Meyers-Levy, G.A. Valdosta, Advances in Consumer Research 28 2001 Association for Consumer Research 190 197
    • (2001) Advances in Consumer Research 28 , pp. 190-197
    • Lam, S.Y.1
  • 59
    • 0006583680 scopus 로고
    • 5th ed. Macmillan College Publishing Company New York, NY
    • D.M. Lewison Retailing 5th ed. 1994 Macmillan College Publishing Company New York, NY
    • (1994) Retailing
    • Lewison, D.M.1
  • 61
    • 38549127904 scopus 로고    scopus 로고
    • A heuristic for shelf-space decision support in the retail industry
    • August, Paper
    • Lim, A.; Zhan, Q.; Rodrigues, B.; (2002). A heuristic for shelf-space decision support in the retail industry. SMU Conference Papers Series, August, Paper No. 6.
    • (2002) SMU Conference Papers Series , Issue.6
    • Lim, A.1    Zhan, Q.2    Rodrigues, B.3
  • 62
    • 0033474408 scopus 로고    scopus 로고
    • The shopping basket: A model for multicategory purchase incidence decisions
    • P.A. Manchanda, Asim, and Sunil. Gupta The shopping basket: A model for multicategory purchase incidence decisions Marketing Science 18 2 1999 20
    • (1999) Marketing Science , vol.18 , Issue.2 , pp. 20
    • Manchanda, P.A.1    Asim2    Gupta, S.3
  • 63
    • 0037788833 scopus 로고    scopus 로고
    • The superstore format in Australia: Opportunities and limitations
    • B. Merrilees, and D. Miller The superstore format in Australia: Opportunities and limitations Long Range Planning 30 6 1997 899 905
    • (1997) Long Range Planning , vol.30 , Issue.6 , pp. 899-905
    • Merrilees, B.1    Miller, D.2
  • 65
    • 14844344220 scopus 로고    scopus 로고
    • A tabu search algorithm for the quadratic assignment problem
    • A. Misevicius A tabu search algorithm for the quadratic assignment problem Computational Optimization and Applications 30 1 2005 95 111
    • (2005) Computational Optimization and Applications , vol.30 , Issue.1 , pp. 95-111
    • Misevicius, A.1
  • 67
    • 62949167172 scopus 로고    scopus 로고
    • Discovering multiple-level association rules from transactional databases with consideration of temporal characteristics of products' discounts rates
    • Nafari, M.; Shahrabi, J.; (2008). Discovering multiple-level association rules from transactional databases with consideration of temporal characteristics of products' discounts rates. In Proceedings of the 2008 International Conference on Advanced Computer Theory and, Engineering (pp. 383-387).
    • (2008) Proceedings of the 2008 International Conference on Advanced Computer Theory And, Engineering , pp. 383-387
    • Nafari, M.1    Shahrabi, J.2
  • 71
    • 3042545388 scopus 로고    scopus 로고
    • The effect of multi-purpose shopping on pricing and location strategy for grocery stores
    • L. Popkowski, Peter, P.A. Sinha, and A. Sahgal The effect of multi-purpose shopping on pricing and location strategy for grocery stores Journal of Retailing 80 2 2004 85 99
    • (2004) Journal of Retailing , vol.80 , Issue.2 , pp. 85-99
    • Popkowski, L.1    Peter2    Sinha, P.A.3    Sahgal, A.4
  • 73
    • 67649145036 scopus 로고    scopus 로고
    • The role of internal branding in the delivery of employee brand promise
    • K. Punjaisri, and A. Wilson The role of internal branding in the delivery of employee brand promise Journal of Brand Management 15 1 2007 57 70
    • (2007) Journal of Brand Management , vol.15 , Issue.1 , pp. 57-70
    • Punjaisri, K.1    Wilson, A.2
  • 74
    • 0035254304 scopus 로고    scopus 로고
    • Assortment planning in fashion retailing: Methodology, application and analysis
    • K. Rajaram Assortment planning in fashion retailing: methodology, application and analysis European Journal of Operational Research 129 1 2001 186 208
    • (2001) European Journal of Operational Research , vol.129 , Issue.1 , pp. 186-208
    • Rajaram, K.1
  • 75
    • 0010562289 scopus 로고    scopus 로고
    • Analysis of cross category dependence in market basket selection
    • G. Russell Analysis of cross category dependence in market basket selection Journal of Retailing 76 3 2000 367 392
    • (2000) Journal of Retailing , vol.76 , Issue.3 , pp. 367-392
    • Russell, G.1
  • 76
    • 33749834100 scopus 로고    scopus 로고
    • The facility layout problem: Recent and emerging trends and perspectives
    • D. Russell, Meller, and K.-Y. Gau The facility layout problem: Recent and emerging trends and perspectives Journal of Manufacturing Systems 15 5 1996 351 366
    • (1996) Journal of Manufacturing Systems , vol.15 , Issue.5 , pp. 351-366
    • Russell, D.1    Meller2    Gau, K.-Y.3
  • 77
    • 0010151140 scopus 로고    scopus 로고
    • Attention retailers: How convenient is your convenience strategy?
    • K. Seiders, L.L. Berry, and L. Gresham Attention retailers: How convenient is your convenience strategy? Sloan Management Review 49 3 2000 79 90
    • (2000) Sloan Management Review , vol.49 , Issue.3 , pp. 79-90
    • Seiders, K.1    Berry, L.L.2    Gresham, L.3
  • 79
    • 0012491085 scopus 로고
    • One-dimensional space allocation: An ordering algorithm
    • D.M. Simmons One-dimensional space allocation: An ordering algorithm Operations Research 17 1969 812 826
    • (1969) Operations Research , vol.17 , pp. 812-826
    • Simmons, D.M.1
  • 80
    • 0007247651 scopus 로고    scopus 로고
    • The effect of product assortment on buyer preferences
    • I. Simonson The effect of product assortment on buyer preferences Journal of Retailing 75 3 1999 347 370
    • (1999) Journal of Retailing , vol.75 , Issue.3 , pp. 347-370
    • Simonson, I.1
  • 81
    • 0035476841 scopus 로고    scopus 로고
    • Mining the change of customer behavior in an internet shopping mall
    • H.S. Song, J.K. Kim, and S.H. Kim Mining the change of customer behavior in an internet shopping mall Expert Systems with Applications 21 2001 158 168
    • (2001) Expert Systems with Applications , vol.21 , pp. 158-168
    • Song, H.S.1    Kim, J.K.2    Kim, S.H.3
  • 82
    • 84952198547 scopus 로고
    • Unequal area facility layout using genetic search
    • D.M. Tate, and A.E. Smith Unequal area facility layout using genetic search IIE Transactions 27 1995 465 472
    • (1995) IIE Transactions , vol.27 , pp. 465-472
    • Tate, D.M.1    Smith, A.E.2
  • 84
    • 34247099424 scopus 로고    scopus 로고
    • Efficient mining of generalized association rules with non-uniform minimum support
    • M.C. Tseng, and W.Y. Lin Efficient mining of generalized association rules with non-uniform minimum support Data & Knowledge Engineering 62 2007 41 64
    • (2007) Data & Knowledge Engineering , vol.62 , pp. 41-64
    • Tseng, M.C.1    Lin, W.Y.2
  • 88
    • 0001867184 scopus 로고
    • Assessing the impact of retail price promotions on product substitution, complementary purchase, and interstore sales displacement
    • R.G. Walters Assessing the impact of retail price promotions on product substitution, complementary purchase, and interstore sales displacement Journal of Marketing 55 1991 17 28
    • (1991) Journal of Marketing , vol.55 , pp. 17-28
    • Walters, R.G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.